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Launched ml-infra.pro with a roadmap for MLOps engineers
Website ml-infra.pro and personal roadmap
Hey everyone!
I've launched my personal website, where you can find not just info about me, my projects and talks, but also something useful for you, aspiring MLOps engineers :)
Introducing the interactive MLOps engineer roadmap!
During mentoring sessions about career paths in MLOps, I always started by understanding a mentee's background and picking materials for further study. Initially it was a small diagram in Excalidraw (you can see examples in the comments to the post in the screenshots).
I've refined it, and now you can fill out such a form yourself, find materials for each skill, and choose a project to practice and self-check. You can export the results to JSON and Markdown, so grab them :)
I used publicly available articles and tutorials as materials, including my own. I'm always open to requests for individual career track reviews through the getMentor platform, where I've already helped more than 20 people 🔥
The website also has another roadmap - for assessing the maturity level of your ML platform. I've compiled my experience building production platforms over the years into it. You can use the roadmap for self-assessment and finding materials to help you reach the next level. I also do consulting on building such platforms and more 🚀
My plan is to keep filling the site with a knowledge base on ML and AI infrastructure - I want to create a single entry point for such materials. Two articles are coming soon: about my trip to KubeCon and about an inference platform, so stay tuned :)